Manfred Claassen
Orcid: 0000-0002-4583-9083
According to our database1,
Manfred Claassen
authored at least 15 papers
between 2009 and 2023.
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Bibliography
2023
S<sup>3</sup>-CIMA: Supervised spatial single-cell image analysis for identifying disease-associated cell-type compositions in tissue.
Patterns, September, 2023
A review on deep learning applications in highly multiplexed tissue imaging data analysis.
Frontiers Bioinform., May, 2023
2022
Privacy-preserving federated neural network learning for disease-associated cell classification.
Patterns, 2022
2021
Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations on single cell data.
PLoS Comput. Biol., 2021
CoRR, 2021
2020
Dynamic distribution decomposition for single-cell snapshot time series identifies subpopulations and trajectories during iPSC reprogramming.
PLoS Comput. Biol., 2020
2019
Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations.
CoRR, 2019
2018
Coupling weak and strong supervision for classification of prostate cancer histopathology images.
CoRR, 2018
2017
Metabolic network segmentation: A probabilistic graphical modeling approach to identify the sites and sequential order of metabolic regulation from non-targeted metabolomics data.
PLoS Comput. Biol., 2017
2016
Sparse Regression Based Structure Learning of Stochastic Reaction Networks from Single Cell Snapshot Time Series.
PLoS Comput. Biol., 2016
2014
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014
2011
J. Comput. Biol., 2011
2010
Proceedings of the Ausgezeichnete Informatikdissertationen 2010, 2010
2009